AI safety + IP control for manufacturing
The eval + guardrail + red-team + audit platform for industrial, advanced, and defense manufacturing. Block ITAR/EAR-controlled-technical-data leakage at the gateway, prove engineering-doc AI is faithful to source CAD/specs, satisfy ISO 27001 + NIST 800-171 audit obligations.
What ships today
Honest posture, not roadmap promises
Every checked item is in production today. In-progress items are flagged explicitly — no overclaiming, no vapor.
Built for buyer reality
Manufacturing AI use cases we ship for
Engineering-doc + spec assistant
Design engineer asks the AI to summarize a 500-page MIL-STD or extract a tolerance from a CAD package. Outputs must be faithful to the source spec — a fabricated tolerance becomes a quality escape on the shop floor.
EvalGuard features
- Hallucination scorer: faithfulness check against the loaded spec corpus
- Citation-format scorer: every numeric claim cited to the source document + page
- Output guardrail: block mode rejects responses with un-cited tolerances or material grades
- Audit log: every spec query linked to engineer + part number for QMS recoverability
Shop-floor operator chatbot
Operator asks the AI about a fault code or a setup procedure. AI must not hallucinate a setup that could damage a $2M tool or injure the operator. Crisis-level safety obligation.
EvalGuard features
- Output guardrail: block mode on safety-critical procedure questions (require human escalation)
- Faithfulness scorer: every procedure step cited to the verified work-instruction corpus
- Multi-language support: shop-floor crews are often multilingual; same scorer threshold per language
- Voice + barge-in support for hands-free factory deployment (gloves, noise environments)
Supplier-data + bid analysis
AI extracts pricing + lead time + compliance claims from supplier bid responses. Cross-tenant isolation matters (supplier A's bid never visible to supplier B), ITAR-restricted suppliers need export-control isolation.
EvalGuard features
- ITAR firewall: CTI-marked content routed to ITAR-compliant providers only
- BYOK keys: per-supplier encryption isolates bids per procurement event
- Cross-tenant RLS: supplier-level isolation enforced at every DB query
- Tamper-evident audit log: every bid analysis survives the post-award protest window
Predictive maintenance + alert triage
AI ingests sensor telemetry + maintenance history + suggests prioritized maintenance actions. False negatives lead to unplanned downtime; false positives wear out the tech team.
EvalGuard features
- Faithfulness scorer: every prioritization cited to specific sensor reading + maintenance history
- Cost ledger: per-line USD attribution for maintenance ROI accounting
- Output toxicity scorer: catches over-confident urgency language that triggers wolf-cry fatigue
- Multi-model routing: cheap model for routine alerts, premium model for ambiguous cases
Wire it in 60 seconds
Wrap your OpenAI client. Point baseUrl at your air-gap deploy.
ITAR firewall patterns + spec-faithfulness scorers + ISO 27001 retention live in your self-hosted control plane. Your code just wraps the client and sets `baseUrl`.
import OpenAI from "openai";
import { wrapOpenAI } from "@evalguard/openai";
const openai = wrapOpenAI(new OpenAI(), {
apiKey: process.env.EVALGUARD_API_KEY!,
baseUrl: "https://evalguard.factory.local/api/v1", // air-gap deploy
projectId: "spec-summary",
metadata: { vertical: "manufacturing", classification: "ITAR-CTI" },
blockOnViolation: true, // CTI-marked content pre-egress
evalOnResponse: { failOnScore: 0.9 }, // spec-citation + tolerance gate
});
await openai.chat.completions.create({
model: "gpt-4o",
messages: [{ role: "user", content: milStdSummaryPrompt }],
});wrapOpenAI for wrapAnthropic.Stack
Six surfaces, one platform
Eval, firewall, red-team, audit, BYOK, dashboard — every surface ships out of the box. No bolt-on vendors, no procurement cycle per capability.
Ship factory AI that survives the next ITAR + ISO audit.
Free trial includes the ITAR firewall, engineering-faithfulness scorers, and the full audit log. Air-gapped self-hosted deployment + CMMC + ITAR evidence bundles on request.
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